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jbytecode / LinRegOutliers

Direct and robust methods for outlier detection in linear regression
MIT License
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BACON algorithm is missing #4

Closed jbytecode closed 4 years ago

jbytecode commented 4 years ago

The BACON algorithm with reference

Billor, Nedret, Ali S. Hadi, and Paul F. Velleman. "BACON: blocked adaptive computationally efficient outlier nominators." Computational statistics & data analysis 34.3 (2000): 279-298.

is required. Any contributor for this? volunteers will be assigned to this issue.

SaranjeetKaur commented 4 years ago

Hi @jbytecode, I would like to work on this issue

jbytecode commented 4 years ago

Okay @SaranjeetKaur welcome.

jbytecode commented 4 years ago

@SaranjeetKaur any opinions or questions on the implementation? Please do not hesitate to ask anytime.

The BACON Algorithm has many parts including an algorithm for the outlier detection in multivariate data. Other important one is a method for linear regression. Since, matrix of independent variables are considered multivariate data in this subject, it would be good to see both of them in the package.

SaranjeetKaur commented 4 years ago

Sure, thanks! I will get back to this soon. Are you in the Julia slack channel?

jbytecode commented 4 years ago

Yes, I am.

jbytecode commented 4 years ago

@tantei3 is this issue resolved?

jbytecode commented 4 years ago

Since it is in a good state, we can consider this a finalized work and get the issue closed. We can later improve this if needed. Dear @SaranjeetKaur, please keep in touch. Any other contributions are welcome.